junos
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87781840d4
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Use concat instead of append which was deprecated.
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2023-05-12 16:32:08 +02:00 |
|
junos
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3091328fc5
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Format comments.
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2023-05-11 16:51:38 +02:00 |
|
junos
|
055e87dbac
|
Return scores for classification.
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2023-05-10 23:51:12 +02:00 |
|
junos
|
f58d20ffc2
|
Update classification runner.
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2023-05-10 23:17:44 +02:00 |
|
junos
|
075fdab9ea
|
Select segment and save results.
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2023-05-10 23:00:03 +02:00 |
|
junos
|
91e7352480
|
Thoroughly refactor classification runner.
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2023-05-10 22:50:00 +02:00 |
|
junos
|
35c09374dd
|
Free up memory during model building.
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2023-05-10 21:44:40 +02:00 |
|
junos
|
b505fb2b6a
|
Thoroughly refactor regression runner.
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2023-05-10 20:30:51 +02:00 |
|
junos
|
47b1ecdbb9
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First format with black and then check with flake8.
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2023-05-10 15:29:32 +02:00 |
|
junos
|
24744c288d
|
Extract one step of preparation into a separate function.
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2023-05-10 15:28:09 +02:00 |
|
junos
|
caeaf03239
|
Provide data instead of csv input.
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2023-05-10 15:20:33 +02:00 |
|
junos
|
cd5d8b6a10
|
Update rapids and add regex=True.
Reformat debug_heatmap.
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2023-05-10 15:12:27 +02:00 |
|
junos
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3e38b64b45
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Merge branch 'ml_pipeline'
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2023-05-10 15:02:17 +02:00 |
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junos
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76071fd550
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Start using pre-commit hooks.
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2023-04-24 15:38:54 +02:00 |
|
junos
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c66e046014
|
Use methods in helper.py.
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2023-04-21 21:41:00 +02:00 |
|
junos
|
48118f125d
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Reformat ml_pipeline_regression.py
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2023-04-21 21:34:54 +02:00 |
|
junos
|
583ee82e80
|
Add xgboost to dependencies and reformat helper.py.
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2023-04-21 21:33:06 +02:00 |
|
junos
|
59552c18a9
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Update python to 3.11.
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2023-04-21 18:08:54 +02:00 |
Primoz
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26804cf8ea
|
Repair preprocessing one hot encoding of test set.
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2023-04-21 13:24:31 +02:00 |
|
Primoz
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865225994b
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Added testing section after feature selection.
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2023-04-20 13:29:14 +02:00 |
|
Primoz
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259be708aa
|
Improve the feature selection method with validations etc.
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2023-04-20 13:26:20 +02:00 |
|
Primoz
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0594993133
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Add GroupKFold to feature selection CV. Start with generic metric calculation procedure.
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2023-04-20 11:20:26 +02:00 |
|
Primoz
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1cbc743cf7
|
Add kBest method to initially filter out the worst performing features. Update comments.
|
2023-04-20 10:12:16 +02:00 |
|
Primoz
|
2a8f1ee613
|
Merge branch 'ml_pipeline' of https://repo.ijs.si/junoslukan/straw2analysis into ml_pipeline
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2023-04-19 15:56:52 +02:00 |
|
Primoz
|
ce13a9e13b
|
Implement feature selection method which is used in ML pipeline.
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2023-04-19 15:56:34 +02:00 |
|
junos
|
a4ad4c3200
|
Check the relationship between is_system_app and System category.
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2023-04-19 11:06:33 +02:00 |
|
junos
|
7e565c34db
|
Only reclassify apps not found on Play Store.
Update coding files for app categories.
|
2023-04-19 11:01:00 +02:00 |
|
junos
|
d6eea0fc00
|
Completely classify unknown applications.
|
2023-04-19 10:54:46 +02:00 |
|
junos
|
711b451eff
|
Start to better classify system apps.
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2023-04-19 09:48:57 +02:00 |
|
junos
|
0e66a5a963
|
Completely remove PACKAGE_NAMES_HASHED and instead provide a differently structured file.
|
2023-04-19 09:29:40 +02:00 |
|
junos
|
c88cecc063
|
Categorize applications in config.yaml.
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2023-04-18 20:39:58 +02:00 |
|
junos
|
66754a24aa
|
Create and save catalogue.
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2023-04-18 16:10:11 +02:00 |
|
junos
|
297eb45933
|
Merge branch 'ml_pipeline'
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2023-04-18 15:55:03 +02:00 |
|
junos
|
0b16aa6fe4
|
Clean up categories.
|
2023-04-18 15:49:33 +02:00 |
|
junos
|
d092e17e33
|
Explore saved categories.
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2023-04-18 15:34:06 +02:00 |
|
junos
|
d000551884
|
Ignore only some files in presentation.
|
2023-04-18 14:57:59 +02:00 |
|
junos
|
5b9a1dba1a
|
Revert "Ignore presentation."
This reverts commit ec7cd09a09.
|
2023-04-18 14:54:35 +02:00 |
|
Primoz
|
10ca47583c
|
Implement feature selection methods (WIP).
|
2023-04-14 17:20:22 +02:00 |
|
junos
|
c0904dd681
|
Update rapids and various PyCharm settings.
|
2023-04-12 19:38:15 +02:00 |
|
junos
|
f672709ea6
|
JupyText config.
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2023-04-05 20:14:47 +02:00 |
|
junos
|
633d029dc2
|
Merge remote-tracking branch 'origin/ml_pipeline' into ml_pipeline
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2023-03-01 13:37:18 +01:00 |
|
junos
|
ec7cd09a09
|
Ignore presentation.
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2023-03-01 13:37:10 +01:00 |
|
Primoz
|
8a532fa95a
|
Add a ML pipeline script to develop a whole pipeline.
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2023-02-23 10:41:36 +01:00 |
|
Primoz
|
bccc1cd1de
|
Clean and fix Preprocessing module.
|
2023-02-23 10:40:58 +01:00 |
|
Primoz
|
9ed863b7a1
|
Add a CrossValidation module with all the required methods.
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2023-02-23 10:40:17 +01:00 |
|
Primoz
|
f69cb25266
|
Add planning comments.
|
2023-02-22 18:12:52 +01:00 |
|
Primoz
|
7f6ae9b323
|
Add imputation and One-Hot Encoding Methods.
|
2023-02-22 18:05:01 +01:00 |
|
Primoz
|
8f6cb3f444
|
Add preprocessing class.
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2023-02-22 13:44:03 +01:00 |
|
Primoz
|
ef12f64fe5
|
Add feature selection Class skeleton.
|
2023-02-20 11:51:34 +01:00 |
|
Primoz
|
63741c3627
|
Add feature selection pipeline script with initail plan.
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2023-02-15 12:27:39 +01:00 |